Milecia McGregor
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who talks about the same things
- Tejas Kumar66 talks
- Asim Hussain37 talks
- Jani Eväkallio18 talks
- Luciano Mammino17 talks
- Malte Ubl25 talks
- Joel Lord33 talks
| title | conference | date |
|---|---|---|
| Using Storybook to Maintain Components in Redwood | Connect.Tech 2021 | 2021-11-08 |
Shows Storybook hooked into a React app and into Redwood, with live stories, args/controls for props, and the one-command Storybook setup that scaffolds… | ||
| Tuning Hyperparameters with DVC Experiments | Scale By the Bay 2021 | 2021-10-28 |
Grid search with three hyperparameters and ten values each explodes to 1,000 runs while random search often finds better settings in the same time by sampling… | ||
| Scale By the Bay 2021 intro video by Milecia McGregor | Scale By the Bay 2021 | 2021-10-28 |
Demonstrates tuning hyperparameters for any ML project using dvc experiments from iterative.ai, with a concrete workflow that automates grid search and random… | ||
| Using Reproducible Experiments To Create Better Models | Data Con LA 2021 | 2021-09-17 |
Demonstrates using DVC to make hyperparameter sweeps reproducible by versioning code, data and params and running queued experiments with DVC exp run against a… | ||
| Using Storybook to Maintain Components and RedwoodJS | Reliable Web Summit 2021 | 2021-08-26 |
RedwoodJS ships Storybook integration so a generated component already includes a .stories.js file and a test, and the demo uses the CLI commands yarn create… | ||
| Convolutional Neural Networks in Action | Conf42 Machine Learning 2021 | 2021-07-29 |
Builds a small convolutional network in Python using PyTorch and tracks runs with DVC on the MNIST dataset, showing concrete layer choices: conv layers with… | ||
| Using Prisma in a Full-Stack Redwood App | Prisma Day 2021 | 2021-06-29 |
Redwood + TypeScript + Prisma + Postgres builds a working full‑stack app end to end: create a Redwood app with yarn create redwood-app, switch Prisma provider… | ||
| Creating A User Dashboard with Redwood and Prisma | Prisma Day 2021 | 2021-06-29 |
Live code builds a student dashboard using Redwood + Prisma + Postgres: author defines three Prisma models (Student, Course, Grade), runs Yarn create… | ||
| Using JavaScript to Find Your Dog | GOTOpia Chicago 2021 | 2021-04-20 |
Builds a portable dog locator using an Arduino Uno, a Bluetooth module, four AAA batteries and a small beeper; backend is Node + Express with the Johnny-Five… | ||
| The Security Toolbox For Node | Node Congress 2021 | 2021-02-18 |
Covers concrete defenses: demonstrates OWASP Top 10 coverage using the NodeGoat examples and cites that those flaws exist in ~85% of web apps; shows package… | ||
| DevSecOps Panel "AppSec Would Never Catch Me" | {Unscripted} 2020 | 2020-10-21 |
Panel argues that security gets solved by automating checks inside CI/CD rather than policing releases manually: start with npm audit or a dependency scanner… | ||
| Securing Your Web Application Pipeline From Intruders | {Unscripted} 2020 | 2020-10-21 |
Argues that security belongs early and often in CI/CD and shows concrete integrations: run OWASP ZAP and static analyzers (arachne, burp, sqlmap) in the build… | ||
| Making VR More Interesting With React and Brain.js | Nerdearla 2020 | 2020-10-20 |
Live demo builds a browser VR search-and-find game using A-Frame and an environment package, with a Node backend using Brain.js and node express to adapt… | ||
| The Security Toolbox For Node | nodejsday 2020 | 2020-10-14 |
Covers the OASP top 10 with a concrete claim that ~60% of sites are vulnerable and drills into fixes: mandatory input validation, using json.parse instead of… | ||
| Making Your React Apps Perform At Scale | React Summit 2020 | 2020-10-14 |
A demo budget app shows Lighthouse mobile audit reporting a 9s First Contentful Paint and screenshots that point at a heavy chart; the React Profiler breaks… | ||
| Making VR more interesting with JS and Brain.js | Conf42 JavaScript 2020 | 2020-09-30 |
Builds a web VR search-and-find game with A-Frame primitives and a Node/Express backend that uses Brain.js to train a tiny neural net (configured with three… | ||
| Making VR More Interesting With JavaScript and Machine Learning | JSConf Korea 2020 Home Edition | 2020-09-20 |
Starts from a plain A-Frame HTML file and uses Node/Express as a backend. Uses Brain.js neural network built with three hidden layers trained on arrays of user… | ||
| Reading Thoughts with JavaScript | CityJS Conference 2020 | 2020-09-02 |
Live demo shows a browser page scrolled by thought using a $500 EEG module (OpenBCI), raw signals preprocessed in Python, fed into a Node.js backend and a… | ||
| Panel - Performance | React Finland 2020 | 2020-05-28 |
Panel lists concrete signals and fixes: check Chrome/Safari memory panel and look for leaks from long-lived subscriptions or sloppy useEffect cleanup… | ||
| Using Machine Learning to Improve UI/UX | JSConf Hawaiʻi 2020 | 2020-02-05 |
Claims that small JS models can do text prediction and attach a maliciousness rating to inputs using Node and Brain.js, with a single call to create a neural… | ||
| Using Machine Learning To Improve UI/UX | NationJS Frontrunners React 2019 | 2019-12-06 |
Claim: a small neural network can detect malicious or intentful text and drive live DOM changes. Implementation uses brain js on a Node Express backend, trains… | ||
| Using Machine Learning To Improve UI/UX | LibertyJS 2019 | 2019-10-24 |
Demos use Brain.js to power concrete features: a browser-hosted text predictor, live layout tweaks that change element colors and opacity based on collected… | ||
| Why You Should Make All of Your React Apps PWAs and How | React Boston 2019 | 2019-09-21 |
Claim: most apps are already about 50% of the way to being PWAs and a checklist of 8 necessary attributes makes the rest incremental. create-react-app ships… | ||
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